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ECAI
2006
Springer
15 years 8 months ago
Text Sampling and Re-Sampling for Imbalanced Authorship Identification Cases
Authorship identification can be seen as a single-label multi-class text categorization problem. Very often, there are extremely few training texts at least for some of the candida...
Efstathios Stamatatos
GECCO
2006
Springer
144views Optimization» more  GECCO 2006»
15 years 8 months ago
On semi-supervised clustering via multiobjective optimization
Semi-supervised classification uses aspects of both unsupervised and supervised learning to improve upon the performance of traditional classification methods. Semi-supervised clu...
Julia Handl, Joshua D. Knowles
ASPDAC
2001
ACM
83views Hardware» more  ASPDAC 2001»
15 years 8 months ago
Trace-driven system-level power evaluation of system-on-a-chip peripheral cores
Our earlier work for fast evaluation of power consumption of general cores in a system-on-a-chip described techniques that involved isolating high-level instructions of a core, me...
Tony Givargis, Frank Vahid, Jörg Henkel
CODES
2001
IEEE
15 years 8 months ago
Towards effective embedded processors in codesigns: customizable partitioned caches
This paper explores an application-specific customization technique for the data cache, one of the foremost area/power consuming and performance determining microarchitectural fea...
Peter Petrov, Alex Orailoglu
134
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SSPR
2000
Springer
15 years 8 months ago
Encoding Nondeterministic Finite-State Tree Automata in Sigmoid Recursive Neural Networks
Abstract. Recently, a number of authors have explored the use of recursive recursive neural nets (RNN) for the adaptive processing of trees or tree-like structures. One of the most...
Mikel L. Forcada, Rafael C. Carrasco